llamaperf

gpt-oss 117B (5.1B active)

on AMD Strix Halo 128GB · llama.cpp / Vulkan KHR cooperative matrices / build unknown

AMD hardware
Oct 13, 2026
Throughput
54.0 t/s gen · 500.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
MXFP4
System RAM
128 GB

Summary

User reports gpt-oss 120B at 54 t/s generation and 500 t/s prompt processing on an AMD Strix Halo 128GB machine, a Framework Desktop with AMD AI Max 395+ and 128 GB LPDDR5. Setup is llama.cpp with Vulkan on the Radeon 8060S iGPU, MXFP4 quantization, 6 CPU threads, and maximum GPU offload (-ngl 999). The figures come from separate llama-bench phase tests, a 512-token prompt and 128-token generation, not an end-to-end rate; rates are rounded and context depth, KV precision, and batch settings are unreported.